User-friendly Bayesian regression modeling: A tutorial with rstanarm and shinystan

This tutorial provides a pragmatic introduction to specifying, estimating and interpreting single-level and hierarchical linear regression models in the Bayesian framework. We start by summarizing why one should consider the Bayesian approach to the most common forms of regression. Next we introduce...

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Bibliographic Details

Published in:	Tutorials in quantitative methods for psychology Vol. 14; no. 2; pp. 99 - 119
Main Authors:	Muth, Chelsea, Oravecz, Zita, Gabry, Jonah
Format:	Journal Article
Language:	English
Published:	Université d'Ottawa 01.04.2018
Subjects:	Bayesian modeling hierarchical linear model regression Stan, R, rstanarm
ISSN:	1913-4126, 1913-4126
Online Access:	Get full text
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